diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml
new file mode 100644
index 0000000..7a1af9c
--- /dev/null
+++ b/.github/workflows/doc.yml
@@ -0,0 +1,73 @@
+name: Documentation
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ ubuntu-latest ]
+        python-version: [ '3.10' ]
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Cache air
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/air/1.4.2
+        key: air-1.4.2
+
+    - name: Cache cough-speech-sneeze
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/cough-speech-sneeze/2.0.1
+        key: cough-speech-sneeze-2.0.1
+
+    - name: Cache emodb
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/emodb/1.4.1
+        key: emodb-1.4.1
+
+    - name: Cache micirp
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/micirp/1.0.0
+        key: micirp-1.0.0
+
+    - name: Cache musan
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/musan/1.0.0
+        key: musan-1.0.0
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Ubuntu - install libsndfile
+      run: |
+        sudo apt-get update
+        sudo apt-get install --no-install-recommends --yes libsndfile1 ffmpeg sox libavcodec-extra
+
+    - name: Install package
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+
+    - name: Install docs requirements
+      run: pip install -r docs/requirements.txt
+
+    - name: Test building documentation
+      run: python -m sphinx docs/ docs/_build/ -b html -W
+
+    #- name: Check links in documentation
+    #  run: python -m sphinx docs/ docs/_build/ -b linkcheck -W
diff --git a/.github/workflows/linter.yml b/.github/workflows/linter.yml
new file mode 100644
index 0000000..1f5613e
--- /dev/null
+++ b/.github/workflows/linter.yml
@@ -0,0 +1,29 @@
+name: Linter
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python 3.10
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.10'
+
+    - name: Install pre-commit hooks
+      run: |
+        pip install pre-commit
+        pre-commit install --install-hooks
+
+    - name: Code style check via pre-commit
+      run: |
+        pre-commit run --all-files
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..944f620
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,116 @@
+name: Publish
+
+on:
+  push:
+    tags:
+      - 'v*' # Push events to matching v*, i.e. v1.0, v20.15.10
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    environment: release
+    permissions:
+      contents: write
+      id-token: write
+    concurrency:
+      group: ${{ github.workflow }}-${{ github.ref }}
+
+    steps:
+    - uses: actions/checkout@v3
+      with:
+        fetch-depth: 2
+
+    - name: Cache air
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/air/1.4.2
+        key: air-1.4.2
+
+    - name: Cache cough-speech-sneeze
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/cough-speech-sneeze/2.0.1
+        key: cough-speech-sneeze-2.0.1
+
+    - name: Cache emodb
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/emodb/1.4.1
+        key: emodb-1.4.1
+
+    - name: Cache micirp
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/micirp/1.0.0
+        key: micirp-1.0.0
+
+    - name: Cache musan
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/musan/1.0.0
+        key: musan-1.0.0
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.10'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install build virtualenv
+
+    # PyPI package
+    - name: Build Python package
+      run: python -m build
+
+    - name: Publish Python package to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
+
+    # Remove apt repos that are known to break from time to time
+    # See https://github.com/actions/virtual-environments/issues/323
+    - name: Remove broken apt repos
+      run: |
+        for apt_file in `grep -lr microsoft /etc/apt/sources.list.d/`; do sudo rm $apt_file; done
+
+    # Documentation
+    - name: Install doc dependencies
+      run: |
+        sudo apt-get install --no-install-recommends --yes libsndfile1 ffmpeg sox libavcodec-extra
+        pip install -r requirements.txt
+        pip install -r docs/requirements.txt
+
+    - name: Build documentation
+      run: |
+        python -m sphinx docs/ docs/_build/ -b html
+
+    - name: Deploy documentation to Github pages
+      uses: peaceiris/actions-gh-pages@v3
+      with:
+        github_token: ${{ secrets.GITHUB_TOKEN }}
+        publish_dir: ./docs/_build
+
+    # Github release
+    - name: Read CHANGELOG
+      id: changelog
+      run: |
+        # Get bullet points from last CHANGELOG entry
+        CHANGELOG=$(git diff -U0 HEAD^ HEAD | grep '^[+][\* ]' | sed 's/\+//')
+        echo "Got changelog: $CHANGELOG"
+        # Support for multiline, see
+        # https://docs.github.com/en/actions/using-workflows/workflow-commands-for-github-actions#multiline-strings
+        {
+          echo 'body<<EOF'
+          echo "$CHANGELOG"
+          echo EOF
+        } >> "$GITHUB_OUTPUT"
+
+    - name: Create release on Github
+      id: create_release
+      uses: softprops/action-gh-release@v1
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        tag_name: ${{ github.ref }}
+        name: Release ${{ github.ref_name }}
+        body: ${{ steps.changelog.outputs.body }}
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..7f6cf72
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,62 @@
+name: Test
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ ubuntu-latest ]
+        python-version: [ '3.10' ]
+        include:
+          - os: ubuntu-latest
+            python-version: '3.11'
+            tasks: tests
+          - os: ubuntu-latest
+            python-version: '3.9'
+            tasks: tests
+
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Cache emodb
+      uses: actions/cache@v3
+      with:
+        path: ~/audb/emodb/1.4.1
+        key: emodb-1.4.1
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Ubuntu - install libsndfile
+      run: |
+        sudo apt-get update
+        sudo apt-get install --no-install-recommends --yes libsndfile1 ffmpeg sox libavcodec-extra
+      if: matrix.os == 'ubuntu-latest'
+
+    - name: Install package
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+
+    # TESTS
+    - name: Install tests requirements
+      run: pip install -r tests/requirements.txt
+
+    - name: Test with pytest
+      run: python -m pytest
+
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v3
+      with:
+        token: ${{ secrets.CODECOV_TOKEN }}
+        file: ./coverage.xml
+      if: matrix.os == 'ubuntu-latest'
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
deleted file mode 100644
index f8a3e68..0000000
--- a/.gitlab-ci.yml
+++ /dev/null
@@ -1,93 +0,0 @@
-stages:
-  - prepare
-  - test
-  - doc
-  - pypi
-
-variables:
-  ARTIFACTORY_GROUPS: "readers,deployers"
-  ARTIFACTORY_TOKEN_VARS: "ARTIFACTORY_API_KEY,TWINE_PASSWORD"
-  ARTIFACTORY_USERNAME_VARS: "ARTIFACTORY_USERNAME,TWINE_USERNAME"
-
-include:
-  - project: 'devops/artifactory-token-helper'
-    file: '/.gitlab-ci-artifactory-token.yml'
-
-.pytest:
-  image: docker.audeering.com/audeering/python-3.10:latest
-  before_script:
-    - apt-get install -y ffmpeg sox libavcodec-extra59
-    - python -V
-  script:
-    - pip install -r requirements.txt
-    - pip install -r tests/requirements.txt
-    - python -m pytest
-
-python-3.10:
-  extends: .pytest
-  stage: test
-
-linter:
-  stage: test
-  image: docker.audeering.com/audeering/python-3.10:latest
-  before_script:
-    - pip install pre-commit
-    - pre-commit install --install-hooks
-  script:
-    - pre-commit run --all-files
-  cache:
-    key: pre-commit
-    paths:
-      - .cache/pre-commit
-
-docs:
-  extends: .pytest
-  stage: test
-  script:
-    - pip install -r requirements.txt
-    - pip install -r docs/requirements.txt
-    # Create Artifactory config script to manage user access
-    - echo -e "[artifactory.audeering.com/artifactory]\nusername = ${ARTIFACTORY_USERNAME}\npassword = ${ARTIFACTORY_API_KEY}\n" >~/.artifactory_python.cfg
-    # Allow anonymous access
-    - unset ARTIFACTORY_USERNAME
-    - unset ARTIFACTORY_API_KEY
-    # Copy audb config file to correct location
-    - cp docs/audb.yaml ~/.audb.yaml
-    - python -m sphinx -W docs/ build/html -b html
-    # Disable linkcheck until new README links are public
-    # - python -m sphinx -W docs/ build/html -b linkcheck
-  artifacts:
-    paths:
-      - build/
-  cache:
-    key: audb
-    paths:
-      - .cache/audb
-
-pages:
-  stage: doc
-  image: docker.audeering.com/alpine
-  variables:
-    GIT_STRATEGY: none  # disable git fetch
-  script:
-    - cp -r build/html public
-  dependencies:
-    - docs
-  artifacts:
-    paths:
-      - public
-  only:
-    refs:
-      - tags
-
-pypi:
-  extends: .pytest
-  stage: pypi
-  before_script:
-    - pip install build twine virtualenv
-  script:
-    - python -m build
-    - python -m twine upload --repository local dist/*
-  only:
-    refs:
-      - tags
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index 8e87a94..ea33673 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -1,32 +1,40 @@
 Contributing
 ============
 
-If you would like to add new functionality fell free to create a `merge
-request`_ . If you find errors, omissions, inconsistencies or other things
-that need improvement, please create an issue_.
-Contributions are always welcome!
+Everyone is invited to contribute to this project.
+Feel free to create a `pull request`_ .
+If you find errors,
+omissions,
+inconsistencies,
+or other things
+that need improvement,
+please create an issue_.
 
-.. _issue:
-    https://gitlab.audeering.com/tools/pyauglib/issues/new?issue%5BD=
-.. _merge request:
-    https://gitlab.audeering.com/tools/pyauglib/merge_requests/new
+.. _issue: https://github.com/audeering/auglib/issues/new/
+.. _pull request: https://github.com/audeering/auglib/compare/
 
 
 Development Installation
 ------------------------
 
-Instead of pip-installing the latest release from PyPI, you should get the
-newest development version from Gitlab_::
+Instead of pip-installing the latest release from PyPI_,
+you should get the newest development version from Github_::
 
-    git clone git@srv-app-01.audeering.local:tools/pyauglib.git
-    cd pyauglib
-    # Use virtual environment
+    git clone https://github.com/audeering/auglib/
+    cd auglib
+    # Create virtual environment for this project
+    # e.g.
+    # virtualenv --python="python3"  $HOME/.envs/auglib
+    # source $HOME/.envs/auglib/bin/activate
     pip install -r requirements.txt
 
-.. _Gitlab: https://gitlab.audeering.com/tools/pyauglib
 
-This way, your installation always stays up-to-date, even if you pull new
-changes from the Gitlab repository.
+This way,
+your installation always stays up-to-date,
+even if you pull new changes from the Github repository.
+
+.. _PyPI: https://pypi.org/project/auglib/
+.. _Github: https://github.com/audeering/auglib/
 
 
 Coding Convention
@@ -102,80 +110,9 @@ It can be installed with::
 
 To execute the tests, simply run::
 
-    pytest tests/
-
-.. _pytest: https://pytest.org/
-
-
-Updating the C++ Library
-------------------------
-
-``auglib`` depends on the
-`C++ auglib library`_,
-which is included in ``auglib``
-with the help of a C-wrapper.
-
-To use a new version of the
-`C++ auglib library`_,
-you need to update the C-wrapper.
-Install needed requirements by::
-
-    pip install -r cwrapper/requirements.txt
-    sudo apt-get install --yes cmake libtool automake patchelf
-
-Clone and install AMR codec::
-
-    cd cwrapper
-    git clone --depth 1 --branch master https://gitlab.audeering.com/tools/opencore-amr.git
-    cd opencore-amr
-    autoreconf --install
-    autoconf
-    ./configure
-    make
-    sudo make install
-    cd ..
+    python -m pytest
 
-Setup Conan_ to find packages on Artifactory_
-by following the `Setup Conan`_ instructions.
-
-Clone and build a static version of the `C++ auglib library`_
-in release mode::
-
-    git clone --depth 1 --branch main https://gitlab.audeering.com/tools/auglib
-    cd auglib
-    bash build-soundtouch.sh
-    mkdir build
-    cd build
-    conan install ..
-    cmake .. -DCMAKE_BUILD_TYPE=Release -DOPENCOREAMR_SUPPORT=ON -DOPENCOREAMRNB_INCLUDE_PATH=/usr/local/include/opencore-amrnb
-    cd ../..
-
-And finally build the C-wrapper::
-
-    export AUGLIB=./auglib
-    bash build.sh
-
-.. _C++ auglib library: https://gitlab.audeering.com/tools/auglib
-.. _Conan: https://conan.io
-.. _Artifactory: https://artifactory.audeering.com/ui/repos/tree/General/conan-local/
-.. _Setup Conan: https://gitlab.audeering.com/devops/conan/meta/-/blob/master/conan-setup.md
-
-
-Including a New C++ Function
-----------------------------
-
-If you added a new function in the
-`C++ auglib library`_
-and would like to include it in ``auglib``
-as well,
-you need to include it in ``cwrapper/cauglib.cpp``
-and follow the steps
-explained in the previous section
-on updating the C++ library.
-
-Afterwards,
-add the functions signature to ``auglib/core/api.py``
-as well.
+.. _pytest: https://pytest.org
 
 
 Creating a New Release
@@ -185,9 +122,5 @@ New releases are made using the following steps:
 
 #. Update ``CHANGELOG.rst``
 #. Commit those changes as "Release X.Y.Z"
-#. Create an (annotated) tag with ``git tag -a vX.Y.Z``
-#. Make sure you have an `artifactory-tokenizer`_ project
-#. Push the commit and the tag to Gitlab
-
-.. _artifactory-tokenizer:
-    https://gitlab.audeering.com/devops/artifactory/tree/master/token
+#. Create an (annotated) tag with ``git tag -a X.Y.Z``
+#. Push the commit and the tag to Github
diff --git a/auglib/core/interface.py b/auglib/core/interface.py
index bf12674..8b85636 100644
--- a/auglib/core/interface.py
+++ b/auglib/core/interface.py
@@ -117,29 +117,27 @@ class Augment(audinterface.Process, audobject.Object):
         >>> import audiofile
         >>> import auglib
         >>> db = audb.load(
-        ...     "testdata",
-        ...     version="1.5.0",
-        ...     full_path=False,
+        ...     "emodb",
+        ...     version="1.4.1",
+        ...     media=["wav/03a01Fa.wav", "wav/03a01Nc.wav", "wav/03a01Wa.wav"],
         ...     verbose=False,
         ... )
         >>> transform = auglib.transform.WhiteNoiseUniform()
         >>> augment = auglib.Augment(transform)
         >>> # Augment a numpy array
-        >>> file = os.path.join(db.root, db.files[0])
-        >>> signal, sampling_rate = audiofile.read(file)
+        >>> signal, sampling_rate = audiofile.read(db.files[0])
         >>> signal_augmented = augment(signal, sampling_rate)
         >>> # Augment (parts of) a database
-        >>> column = db["emotion.test.gold"]["emotion"].get()
-        >>> augmented_column = augment.augment(
-        ...     column,
+        >>> df = db.get("emotion")
+        >>> df_augmented = augment.augment(
+        ...     df,
         ...     cache_root="cache",
-        ...     data_root=db.root,
+        ...     remove_root=db.root,
         ... )
-        >>> label = augmented_column.iloc[0]
-        >>> file = augmented_column.index[0][0]
-        >>> file = file.replace(audeer.path("."), ".")  # remove absolute path
-        >>> file, label  # doctest: +SKIP
-        ('./cache/decdec83/-6100627981361312836/0/audio/006.wav', 'unhappy')
+        >>> label = df_augmented.iloc[0, 0]
+        >>> file = df_augmented.index[0][0]
+        >>> file, label
+        ('.../0/wav/03a01Fa.wav', 'happiness')
 
     """  # noqa: E501
 
diff --git a/docs/audb.yaml b/docs/audb.yaml
deleted file mode 100644
index 2938aa5..0000000
--- a/docs/audb.yaml
+++ /dev/null
@@ -1,8 +0,0 @@
-cache_root: .cache/audb
-repositories:
-  - name: data-public-local
-    backend: artifactory
-    host: https://artifactory.audeering.com/artifactory
-  - name: data-public
-    backend: artifactory
-    host: https://audeering.jfrog.io/artifactory
diff --git a/pyproject.toml b/pyproject.toml
index dbbcb33..9ebca2a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,7 +28,9 @@ classifiers = [
     'Operating System :: OS Independent',
     'Programming Language :: Python',
     'Programming Language :: Python :: 3',
+    'Programming Language :: Python :: 3.11',
     'Programming Language :: Python :: 3.10',
+    'Programming Language :: Python :: 3.9',
     'Topic :: Scientific/Engineering',
 ]
 dependencies = [
diff --git a/tests/conftest.py b/tests/conftest.py
index 30d63ca..a1e1854 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -20,9 +20,12 @@ def _call(self, base: np.ndarray, *, sampling_rate: int = None):
     )
 ]
 
-db = audb.load("testdata", version="1.5.0")
+db = audb.load(
+    "emodb",
+    version="1.4.1",
+    media=["wav/03a01Fa.wav", "wav/03a01Nc.wav", "wav/03a01Wa.wav"],
+    verbose=False,
+)
 pytest.AUDB_ROOT = audb.default_cache_root()
-pytest.DATA_COLUMN = db["happiness.dev.gold"]["happiness"].get()
-pytest.DATA_FILES = db.files[:5]
-pytest.DATA_TABLE = db["happiness.dev.gold"].get()
+pytest.DATA_FILES = db.files
 pytest.TRANSFORM_ONES = Ones()
diff --git a/tests/requirements.txt b/tests/requirements.txt
index c386cd7..ddcc1ea 100644
--- a/tests/requirements.txt
+++ b/tests/requirements.txt
@@ -1,4 +1,5 @@
 audb
+audformat >=1.1.0
 audmath >=1.1.0
 # Allow the usage of `strict` in `np.testing.assert_array_equal()`
 numpy >=1.24.0
diff --git a/tests/test_interface.py b/tests/test_interface.py
index c175a44..bda7c46 100644
--- a/tests/test_interface.py
+++ b/tests/test_interface.py
@@ -317,7 +317,7 @@
         (
             # Time values might change due to pandas.to_timedelta()
             # see
-            # https://gitlab.audeering.com/tools/pyauglib/-/merge_requests/206
+            # https://github.com/pandas-dev/pandas/issues/56629
             audformat.segmented_index(
                 ["f1.wav"],
                 [0],
@@ -838,7 +838,8 @@ def test_augment_num_workers(tmpdir, transform):
         None,
         pytest.AUDB_ROOT,
         pytest.param(
-            "/invalid/directory", marks=pytest.mark.xfail(raises=RuntimeError)
+            "/invalid/directory",
+            marks=pytest.mark.xfail(raises=RuntimeError),
         ),
         pytest.param(
             pytest.AUDB_ROOT[: len(pytest.AUDB_ROOT) - 1],